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import os | |
from PIL import Image | |
import gradio as gr | |
import roop.globals | |
from roop.core import ( | |
start, | |
decode_execution_providers, | |
suggest_max_memory, | |
suggest_execution_threads, | |
) | |
from roop.processors.frame.core import get_frame_processors_modules | |
from roop.utilities import normalize_output_path | |
from roop.globals import clean_temp | |
def swap_face(source_file, target_file): | |
source_image = Image.fromarray(source_file) | |
source_path = "input.jpg" | |
source_image.save(source_path, format="JPEG", quality=95) | |
output_path = "output.mp4" | |
roop.globals.set_global_paths(source_path, target_file, output_path) | |
roop.globals.frame_processors = ["face_swapper"] | |
roop.globals.headless = True | |
roop.globals.keep_fps = True | |
roop.globals.keep_audio = True | |
roop.globals.keep_frames = False | |
roop.globals.many_faces = False | |
roop.globals.video_encoder = "libx264" | |
roop.globals.video_quality = 50 | |
roop.globals.max_memory = 14 # suggest_max_memory() | |
roop.globals.execution_providers = decode_execution_providers(["cpu"]) | |
roop.globals.execution_threads = 32 # suggest_execution_threads() | |
for frame_processor in get_frame_processors_modules(roop.globals.frame_processors): | |
if not frame_processor.pre_check(): | |
return | |
start() | |
clean_temp(roop.globals.target_path) | |
return os.path.join(os.getcwd(), output_path) | |
app = gr.Interface( | |
fn=swap_face, | |
inputs=[gr.Image(), gr.Video()], | |
outputs=[gr.Video()], | |
description="Sorry for the inconvenience. The Space is currently running on the CPU, which might affect performance. We appreciate your understanding.", | |
theme="Yntec/HaleyCH_Theme_Orange" | |
) | |
app.launch() | |